CompEstPred

A list containing the fitted complexity functions, produced by CompEst()

model.list

A vector of LOO errors of complexity functions, produced by CompEst()

benchmark

number of rows of the whole dataset, produced by CompEst()

a string indicatif if the function deals "time" or "memory" data

_Prediction function for the computation time of a whole dataset

Make an empirical guess on the time and memory complexities of an algorithm or a function.
Tests multiple, increasing size random samples of your data and tries to fit various complexity functions o(n), o(n2), o(log(n)), etc.
Based on best fit, it predicts the full computation time on your whole dataset. Results are plotted with 'ggplot2'.

CompEstPred: Complexity Estimation and Prediction

Description

Usage

Arguments

Value